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Sorgfresser Valid Efficiency Score

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Compute sorgfresser/valid_efficiency_score via the HuggingFace `evaluate` library. Use when the user has predictions + references and wants the canonical implementation of sorgfresser/valid_efficiency_score.

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  • Added September 11, 2026
toolspython

Security analysis

A100/100

Scanned September 11, 2026

npx -y skills add qhjqhj00/research-skills-pool --skill sorgfresser-valid-efficiency-score --agent claude-code

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SKILL.md
---
name: sorgfresser-valid-efficiency-score
description: Compute sorgfresser/valid_efficiency_score via the HuggingFace `evaluate` library. Use when the user has predictions + references and wants the canonical implementation of sorgfresser/valid_efficiency_score.
metadata:
  skill_kind: metric
  source_lib: huggingface-evaluate
  hf_module: sorgfresser/valid_efficiency_score
  source: library_introspection
---

# sorgfresser-valid-efficiency-score

> Metric `sorgfresser/valid_efficiency_score` from the HuggingFace `evaluate` library.

## When to invoke

User asks to compute `sorgfresser/valid_efficiency_score` or wants HF evaluate's canonical version.

## Recipe

```python
import evaluate
metric = evaluate.load("sorgfresser/valid_efficiency_score")
result = metric.compute(predictions=preds, references=refs)
print(result)
```

## Don'ts

- Don't assume your in-house `sorgfresser/valid_efficiency_score` matches HF — version conventions vary.
- Many evaluate metrics have task-specific arguments (`average=`, `lang=`, `model_type=`); read the metric card before reporting numbers.

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